Echovane Blog

Research methods, AI systems, and what actually matters in practice.

Essays and practical guides for insights leaders building faster, deeper, and more trustworthy qualitative research programs.

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Jan 5th, 2026Smriti Gupta

AI in Qualitative Research: An Insights Leader's Guide to What Actually Works in 2026

A practical guide for insights leaders evaluating what AI research methods are genuinely useful in 2026, from AI-moderated interviews and ethnography to synthetic personas and chat-with-data systems.

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